| Title |
A Travel Time Budget Estimation Using a Mobile Phone Signaling Data |
| Authors |
정연식(Chung, Younshik) ; 남상기(Nam, Sanggi) ; 송태진(Song, Tai-Jin) |
| DOI |
https://doi.org/10.12652/Ksce.2018.38.3.0457 |
| Keywords |
개인 휴대전화 신호 자료;통행시간예산;통행시간지출;통신 빅데이터 Mobile phone signaling data;Travel time budget;Travel time expenditure;Mobile big data |
| Abstract |
This study proposes a novel approach to explore a "travel time budget (TTB)" using a mobile phone signaling data (MPSD), which are passively generated between a mobile phone and a base station. The data analyzied in this study were provided from KT for 8 days (from May 19 to 26 in 2016). They were about 45 million signals passively generated from users whose stay area during night was classified as three areas in Mapo-gu, Seoul and in the city of Sejong. The estmation of TTB was implemented with various pre-processing techniques on the MPSD data in a data-driven analysis. As a result, the TTBs of Mapo-gu, Seoul and Sejong were 82.94 and 80.70 minutes, respectively. The results in this study were also compared with those based on the traditional methods. The authors expect that this result will help transport experts improve the use of MPSD. |